ageron/handson-ml

3.1

Adjusted Score

3.1

Raw Score

100%

Time Factor

2026-05-19

Last Push

25,616

Stars

Jupyter Notebook

Language

3,401

Lines of Code

Files

Pattern Hits

2026-05-31

Scan Date

Pattern Findings

10 matches across 5 categories. Click a row to expand file-level details.

Deep Nesting6 hits · 6 pts

Severity	File	Line
LOW	future_encoders.py	1427
LOW	future_encoders.py	1483
LOW	future_encoders.py	162
LOW	future_encoders.py	455
LOW	future_encoders.py	1114
LOW	future_encoders.py	1196

Slop Phrases1 hit · 2 pts

Severity	File	Line	Snippet
LOW	future_encoders.py	1296	# we use fit_transform to make sure to set sparse_output_ (for which we

Hyper-Verbose Identifiers1 hit · 1 pts

Severity	File	Line	Snippet
LOW	future_encoders.py	1221	def _update_fitted_transformers(self, transformers):

Unused Imports1 hit · 1 pts

Severity	File	Line	Snippet
LOW	future_encoders.py	19

Over-Commented Block1 hit · 1 pts

Severity	File	Line	Snippet
LOW	docker/docker-compose.yml	21	- ../:/home/devel/handson-ml